FFM: Flood forecasting model using federated learning

MS Farooq, R Tehseen, JN Qureshi, U Omer… - IEEE …, 2023 - ieeexplore.ieee.org
Floods are one of the most common natural disasters that occur frequently causing massive
damage to property, agriculture, economy and life. Flood prediction offers a huge challenge …

[HTML][HTML] Integration of Heterogeneous Sensor Systems for Disaster Responses in Smart Cities: Flooding as an Example

JH Hong, YT Shi - ISPRS International Journal of Geo-Information, 2023 - mdpi.com
Smart cities represent a new perspective on modern urban development. They involve an
information infrastructure environment with application intelligence to improve operational …

[HTML][HTML] Evaluating urban flood resilience within the social-economic-natural complex ecosystem: A case study of cities in the Yangtze River Delta

S Zhu, H Feng, Q Shao - Land, 2023 - mdpi.com
With global climate change and rapid urbanization, it is critical to assess urban flood
resilience (UFR) within the social-economic-natural complex ecosystem in dealing with …

Towards utilizing unlabeled data for flood forecasting with weakly supervised adaptive learning

N Abdulla, M Demirci, S Ozdemir - 2023 Innovations in …, 2023 - ieeexplore.ieee.org
The importance of accurate flood forecasting is rising as climate change makes it more
difficult to predict when and where floods will occur. Flood predictions use supervised …

Geo-Smart City Flood Mitigation and Monitoring Using Geospatial Technology

N Muhamad, MS Abed, ARM Shariff… - … : Facilities and Utilities …, 2024 - Springer
The world today enjoys great benefits from the use of technology. Ease of information,
accessibility and influence has increased tremendously over the generations. The smart city …

Adaptive Learning in IoT-Based Smart City Applications

N Abdulla, S Demirci, M Demirci… - … and Applications of …, 2024 - igi-global.com
Internet of things (IoT) based smart city applications rely on constant data collection and
accurate data analytics, yet the fast-changing nature of such data often causes the …

Connections Between Smart City and Flood Management Against Extreme Weather Events

F Josse, Z Yang, B Barroca - … of the International Conference on Smart …, 2023 - Springer
Flooding is a highly dynamic phenomenon, and can occur due to several natural and
anthropogenic causes, including flash floods, rising groundwater, gradual sea level rise, and …

Building a Smart City: A Conceptual Approach to Real-Time Urban Flood Control System

AM Hingmire, PR Bhaladhare - 2023 International Conference …, 2023 - ieeexplore.ieee.org
Controlling urban flooding is a difficult issue for municipal planners. In order to handle the
calamity, current research has focused on flood prediction, detection, monitoring, and …